| Please review the licenses for both the base model and the dataset: | |
| Original model license: [CreativeML Open RAIL++-M License](https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/LICENSE-MODEL) | |
| Training data license: [Re-LAION-5B usage terms](https://laion.ai/blog/relaion-5b/#usage-of-re-laion-datasets) | |
| In addition, the following Non-Commercial License Agreement applies to this code and model weights: | |
| --- | |
| Non-Commercial License Agreement - Source Code | |
| Introduction | |
| - This license agreement sets forth the terms and conditions under which ECOLE | |
| POLYTECHNIQUE FEDERALE DE LAUSANNE (EPFL), CH-1015 Lausanne, Switzerland | |
| (hereafter "LICENSOR") will grant you (hereafter "LICENSEE") a fully-paid, | |
| non-exclusive, and non-transferable license for academic, non- commercial | |
| purposes only (hereafter “LICENSE”) to use the "Implementation for the paper | |
| titled Covariance Mismatch in Diffusion Models" computer software | |
| program and associated documentation furnished hereunder (hereafter "PROGRAM"). | |
| - LICENSEE acknowledges that the PROGRAM is a research tool still in the | |
| development stage, that is being supplied "as is", without any related services, | |
| improvements or warranties from LICENSOR and that this license is entered into | |
| in order to enable others to utilize the PROGRAM in their academic activities. | |
| Terms and Conditions of the LICENSE | |
| 1. LICENSOR grants to LICENSEE a fully-paid up, non-exclusive, and | |
| non-transferable license to use the PROGRAM for academic, non-commercial | |
| purposes, upon the terms and conditions hereinafter set out and until | |
| termination of this license as set forth below. | |
| 2. LICENSEE acknowledges that the PROGRAM is a research tool still in the | |
| development stage. The PROGRAM is provided "as is", without any related services | |
| or improvements from LICENSOR and that the LICENSE is entered into in order to | |
| enable others to utilize the PROGRAM in their academic activities. | |
| 3. LICENSOR MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR IMPLIED, | |
| INCLUDING WITHOUT LIMITAION ANY REPRESENTATIONS OR WARRANTIES OF MERCHANTABILITY | |
| OR FITNESS FOR PARTICULAR PURPOSE OR THAT THE USE OF THE PROGRAM WILL NOT | |
| INFRINGE ANY PATENTS, COPYRIGHTS, TRADEMARKS OR OTHER RIGHTS. LICENSOR shall not | |
| be liable for any direct, indirect or consequential damages with respect to any | |
| claim by LICENSEE or any third party arising from this Agreement or use of the | |
| PROGRAM. | |
| 4. LICENSEE agrees that it will use the PROGRAM, and any modifications, | |
| improvements, or derivatives to PROGRAM that LICENSEE may create (collectively, | |
| "IMPROVEMENTS") solely for academic, non-commercial purposes and shall not | |
| distribute or transfer the PROGRAM or any IMPROVEMENTS to any person without | |
| prior written permission from LICENSOR. The terms "academic, non-commercial", | |
| as used in this Agreement, mean academic or other scholarly research which (a) | |
| is not undertaken for profit, or (b) is not intended to produce works, services, | |
| or data for commercial use, or (c) is neither conducted, nor funded, by a person | |
| or an entity engaged in the commercial use, application or exploitation of works | |
| similar to the PROGRAM. | |
| 5. LICENSEE agrees that he/she shall make the following acknowledgement in | |
| publications resulting from the use of the PROGRAM: | |
| Cite the paper titled "Covariance Mismatch in Diffusion Models", | |
| ideally with the following BibTeX entry: | |
| @article{everaert2024covariancemismatch, | |
| author = {Everaert, Martin Nicolas and Süsstrunk, Sabine and Achanta, Radhakrishna}, | |
| title = {{C}ovariance {M}ismatch in {D}iffusion {M}odels}, | |
| journal = {Infoscience preprint Infoscience:20.500.14299/242173}, | |
| month = {November}, | |
| year = {2024}, | |
| } | |
| Except for the above-mentioned acknowledgment, LICENSEE shall not use the | |
| PROGRAM title or the names or logos of LICENSOR, nor any adaptation thereof, nor | |
| the names of any of its employees or laboratories, in any advertising, | |
| promotional or sales material without prior written consent obtained from | |
| LICENSOR in each case. | |
| 6. Ownership of all rights, including copyright in the PROGRAM and in any | |
| material associated therewith, shall at all times remain with LICENSOR and | |
| LICENSEE agrees to preserve same. LICENSEE agrees not to use any portion of the | |
| PROGRAM or of any IMPROVEMENTS in any machine-readable form outside the PROGRAM, | |
| nor to make any copies except for its internal use, without prior written | |
| consent of LICENSOR. LICENSEE agrees to place the following copyright notice on | |
| any such copies: | |
| © All rights reserved. EPFL (École Polytechnique Fédérale de Lausanne), | |
| Switzerland, Image and Visual Representation Lab., 2025. | |
| Author: Martin Nicolas Everaert. | |
| 8. The LICENSE shall not be construed to confer any rights upon LICENSEE by | |
| implication or otherwise except as specifically set forth herein. | |
| 9. This Agreement shall be governed by the material laws of Switzerland and any | |
| dispute arising out of this Agreement or use of the PROGRAM shall be brought | |
| before the courts of Lausanne, Switzerland. | |
| 10. This Agreement and the LICENSE shall be for a term of 5 years except that | |
| upon any breach of this Agreement by LICENSEE, LICENSOR shall have the right to | |
| terminate the LICENSE immediately upon notice to LICENSEE. | |
| License source: https://www.epfl.ch/research/technology-transfer/disclose/manage-your-software/choose/ | |